Implementation of nonlinear Optimization Algorithms in Python

A matlab function for steepest descent optimization using Quasi Newton's method : BGFS & DFP

Repository for project report of numerical analysis course assignment in Faculty of Computer Science UI

An implementation of binary classification for distinguishing between the digits 0/1 and 8/9. Cost function minimization was applied using Gradient Descent and the Exact Newton methods.

some option technics within python and R

This repository contains an implementation of the Gradient Descent Algorithm in C++, utilizing the Armijo condition to optimize step sizes.

This repo contain implementation of Steepest Descent algorithm using inexact line search and Newton's method on Functions like Tried Function, Three Hump Camel, Styblinski-Tang Function, Rosenbrock Function, etc.